Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1990.798100 2164.590567 2340.500578 2531.589632 2733.013702 2938.734788 3164.428965
2025-06-01 1715.832383 1976.459858 2250.221992 2558.017524 2893.241462 3246.123596 3644.513053
2025-06-08 1510.812940 1819.494103 2152.976685 2537.544653 2966.314543 3427.307708 3958.027627
2025-06-15 1400.867933 1749.966766 2135.821000 2589.828202 3105.327550 3668.577451 4326.608275
2025-06-22 1286.812340 1663.620573 2089.011158 2598.785794 3187.115467 3839.135399 4610.650182
2025-06-29 1182.034944 1578.927336 2036.015532 2593.134699 3245.721182 3978.242324 4854.882579
2025-07-06 1054.762109 1458.427482 1933.109452 2521.831121 3221.873690 4017.743503 4980.908329
2025-07-13 1023.097314 1451.253903 1962.486328 2604.553152 3376.240194 4261.472464 5341.175458
2025-07-20 974.587976 1419.461199 1959.042752 2645.385420 3479.171432 4444.195759 5630.294791
2025-07-27 916.065643 1371.223088 1932.227662 2655.068135 3542.665261 4579.089623 5862.616760
2025-08-03 856.473295 1318.041915 1896.209994 2650.729905 3587.019754 4689.723784 6065.323622
2025-08-10 810.767960 1280.416754 1877.569343 2666.006169 3653.734225 4826.007939 6297.920268
2025-08-17 753.686028 1225.439294 1835.355941 2651.051929 3683.574400 4919.245402 6481.606215
2025-08-24 717.695913 1197.395764 1826.730515 2677.811330 3764.742415 5074.762185 6740.909184
2025-08-31 665.799491 1144.281081 1782.591987 2656.701156 3784.167573 5153.725867 6906.913890
2025-09-07 646.136433 1135.610229 1796.788576 2710.635262 3897.943277 5348.423178 7213.907946
2025-09-14 611.623028 1103.592168 1777.888229 2719.874596 3953.948205 5471.343210 7433.241953
2025-09-21 574.233194 1065.307019 1748.716543 2714.045797 3989.515219 5568.174066 7620.249556
2025-09-28 516.897790 993.940265 1670.882299 2640.489148 3935.289952 5550.991415 7665.103617
2025-10-05 514.379507 1006.149016 1710.445538 2725.823184 4088.437514 5795.154142 8035.111711
2025-10-12 498.538115 996.723597 1718.612646 2767.934861 4184.819288 5967.843666 8316.753694
2025-10-19 473.910963 972.129983 1703.984980 2777.920029 4238.325711 6085.951181 8530.355256
2025-10-26 446.551389 941.674691 1679.648684 2773.446333 4271.913596 6178.253161 8711.493410